Brain Tumor Segmentation and Survival Prediction using Automatic Hard mining in 3D CNN Architecture

no code implementations • 5 Jan 2021 • Vikas Kumar Anand, Sanjeev Grampurohit, Pranav Aurangabadkar, Avinash Kori, Mahendra Khened, Raghavendra S Bhat, Ganapathy Krishnamurthi

On the BraTS2020 validation data (n = 125), this architecture achieved a tumor core, whole tumor, and active tumor dice of 0. 744, 0. 876, 0. 714, respectively.

Brain Tumor Segmentation Survival Prediction +1

Structurally aware bidirectional unpaired image to image translation between CT and MR

no code implementations • 5 Jun 2020 • Vismay Agrawal, Avinash Kori, Vikas Kumar Anand, Ganapathy Krishnamurthi

Deep learning techniques like generative adversarial networks (GANs) can help us to leverage the possibility of an image to image translation between multiple imaging modalities, which in turn helps in saving time and cost.

Computed Tomography (CT) Image-to-Image Translation +1